vllm
https://github.com/vllm-project/vllm
Python
A high-throughput and memory-efficient inference and serving engine for LLMs
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- Issues
- [ROCm][AMD][AITER][DiffusionGemma]: RedHatAI/diffusiongemma-26B-A4B-it-FP8-dynamic performance slower on MI300/MI355 with AITER on vs AITER off
- [Bug]: `reset_prefix_cache(reset_running_requests=True)` during an in-flight prefill loses the request's prompt logprobs
- [XPU] Add Qwen4Exp (Qwen3.8-Flash-Next) model architecture support
- [Bug]: NIXL handshake crashes with StopIteration for Mamba-only models (no FullAttention KV group)
- [Mamba] Declare prefill checkpoint alignment once per layer
- [Spec Decode][GLM-5.3-Flash] Support KDA RecoverSSM (--use-replayssm)
- [MRV2][DBO] Don't microbatch a step that splits a prefix from its writer
- [Bugfix][Kimi-Linear] Honor --mamba-ssm-cache-dtype for the KDA recurrent state
- [Bugfix][KV Connector] Replace HF3FS block table on MRV1 resume
- [Bugfix][KV Connector] Drain and validate HF3FS save writers
- Docs
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